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AutoSaddler achieves up to 10% performance improvement in LLM agents by automatically optimizing harnesses based on execution failure signals.
Current QA models boasting 70+ F1 on existing benchmarks crumble on SPARTA, a new dataset revealing their surprisingly shallow reasoning abilities across tables and text.
